Livestream VOD Highlight Clipping for Vertical Short-Form Video
Pain Points (Public)
Gaming creators produce multi-hour stream archives per session, creating a severe operational bottleneck when manually scrubbing timelines to isolate humorous reactions or high-energy plays, and subsequently re-framing 16:9 gameplay footage into 9:16 vertical layouts with synchronized kinetic captions for TikTok, YouTube Shorts, and Instagram Reels.
Suggested Approach (Public)
An end-to-end highlight processing pipeline that leverages audio peak analysis and speech transcription markers to extract key comedic moments, splits horizontal recordings into stacked webcam and gameplay vertical compositions, and renders 30-40 second short-form clips complete with stylized subtitle overlays.
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Public Demand Evidence · 2 task(s)
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